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Robots vs. Workers: Evidence From a Meta‐Analysis

Author

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  • Dario Guarascio
  • Alessandro Piccirillo
  • Jelena Reljic

Abstract

This study conducts a meta‐analysis to assess the effects of robotization on employment and wages, synthesizing the evidence from 33 studies (644 estimates) on employment and a subset of 19 studies (195 estimates) on wages. The results challenge the alarmist narrative about the risk of widespread technological unemployment, suggesting that the overall relationship between robotization and employment or wages is minimal. However, the effects are far from uniform, with adverse outcomes observed in specific contexts, such as the United States, manufacturing sectors, and middle‐skilled occupations. The analysis also identifies a publication bias favoring negative wage effects, though correcting for this bias confirms the negligible impact of robotization.

Suggested Citation

  • Dario Guarascio & Alessandro Piccirillo & Jelena Reljic, 2025. "Robots vs. Workers: Evidence From a Meta‐Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 39(5), pages 2254-2271, December.
  • Handle: RePEc:bla:jecsur:v:39:y:2025:i:5:p:2254-2271
    DOI: 10.1111/joes.12699
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    Cited by:

    1. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2025. "Robots and wages: A meta-analysis," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 541-567.

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